Dataset info
| Number of variables | 54 |
|---|---|
| Number of observations | 3068 |
| Missing cells | 48700 (29.4%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 1.3 MiB |
| Average record size in memory | 432.0 B |
Variables types
| Numeric | 31 |
|---|---|
| Categorical | 19 |
| Boolean | 2 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 1 |
| Unsupported | 0 |
Warnings
count_inv_prec_tumour has 45 (1.5%) missing values | Missing |
count_situ_prec_tumour has 45 (1.5%) missing values | Missing |
cutaneous_biopsy_associated_nevus has 1224 (39.9%) missing values | Missing |
cutaneous_biopsy_histological_subtype has 50 (1.6%) missing values | Missing |
cutaneous_biopsy_lymphatic_invasion has 764 (24.9%) missing values | Missing |
cutaneous_biopsy_mitotic_index has 1304 (42.5%) zeros | Zeros |
cutaneous_biopsy_mitotic_index has 556 (18.1%) missing values | Missing |
cutaneous_biopsy_neurotropism has 603 (19.7%) missing values | Missing |
cutaneous_biopsy_predominant_cell_type has 1233 (40.2%) missing values | Missing |
cutaneous_biopsy_regression has 1243 (40.5%) missing values | Missing |
cutaneous_biopsy_satellitosis has 691 (22.5%) missing values | Missing |
cutaneous_biopsy_ulceration has 176 (5.7%) missing values | Missing |
cutaneous_biopsy_vascular_invasion has 843 (27.5%) missing values | Missing |
LAB1300 has 1094 (35.7%) missing values | Missing |
LAB1301 has 1094 (35.7%) missing values | Missing |
LAB1307 has 1090 (35.5%) missing values | Missing |
LAB1309 is highly skewed (γ1 = 36.32948988) | Skewed |
LAB1309 has 1094 (35.7%) missing values | Missing |
LAB1311 has 1094 (35.7%) missing values | Missing |
LAB1313 has 72 (2.3%) zeros | Zeros |
LAB1313 has 1094 (35.7%) missing values | Missing |
LAB1314 has 1093 (35.6%) missing values | Missing |
LAB1316 is highly correlated with LAB1309 (ρ = 0.9176046932) | Rejected |
LAB2404 has 1137 (37.1%) missing values | Missing |
LAB2405 has 1136 (37.0%) missing values | Missing |
LAB2406 is highly skewed (γ1 = 21.07839724) | Skewed |
LAB2406 has 1292 (42.1%) missing values | Missing |
LAB2407 has 1158 (37.7%) missing values | Missing |
LAB2419 has 1187 (38.7%) missing values | Missing |
LAB2422 has 1094 (35.7%) missing values | Missing |
LAB2467 has 1093 (35.6%) missing values | Missing |
LAB2469 has 1144 (37.3%) missing values | Missing |
LAB2476 has 1149 (37.5%) missing values | Missing |
LAB2498 has 1152 (37.5%) missing values | Missing |
LAB2544 has 1299 (42.3%) missing values | Missing |
LAB2679 is highly skewed (γ1 = 20.84100019) | Skewed |
LAB2679 has 42 (1.4%) zeros | Zeros |
LAB2679 has 1270 (41.4%) missing values | Missing |
LAB4176 has 1391 (45.3%) missing values | Missing |
LABGF_filtrat_glomerular has 1367 (44.6%) missing values | Missing |
limfocits_per_monocits is highly skewed (γ1 = 24.11121324) | Skewed |
limfocits_per_monocits has 1094 (35.7%) missing values | Missing |
MC1R has 1549 (50.5%) missing values | Missing |
months_survival has 920 (30.0%) missing values | Missing |
neutrofils_per_limfocits has 1094 (35.7%) missing values | Missing |
patient_eye_color has 497 (16.2%) missing values | Missing |
patient_hair_color has 500 (16.3%) missing values | Missing |
patient_phototype has 427 (13.9%) missing values | Missing |
primary_tumour_location_coded has 141 (4.6%) missing values | Missing |
scenario has 127 (4.1%) missing values | Missing |
slnb_ldn_location_total has 2566 (83.6%) missing values | Missing |
specific_death has 920 (30.0%) missing values | Missing |
T0_date only contains datetime values, but is categorical. Consider applying pd.to_datetime() | Type |
T0_date has a high cardinality: 2196 distinct values | Warning |
total_count_slnb_ldn has 1378 (44.9%) missing values | Missing |
total_positives_slnb_ldn has 1187 (38.7%) zeros | Zeros |
total_positives_slnb_ldn has 1378 (44.9%) missing values | Missing |
visceral_metastasis_location has 3024 (98.6%) missing values | Missing |
age
Numeric
| Distinct count | 2923 |
|---|---|
| Unique (%) | 95.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 54.23145406 |
|---|---|
| Minimum | 6.920765027 |
| Maximum | 97.59726027 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 6.920765027 |
|---|---|
| 5-th percentile | 26.7090411 |
| Q1 | 40.22191781 |
| Median | 54.45690171 |
| Q3 | 67.79246575 |
| 95-th percentile | 81.9230137 |
| Maximum | 97.59726027 |
| Range | 90.67649525 |
| Interquartile range | 27.57054795 |
Descriptive statistics
| Standard deviation | 17.28030214 |
|---|---|
| Coef of variation | 0.3186398454 |
| Kurtosis | -0.8344792894 |
| Mean | 54.23145406 |
| MAD | 14.56057982 |
| Skewness | -0.003320613978 |
| Sum | 166382.1011 |
| Variance | 298.6088419 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 6.92076503 12.9 21.84657534 28.45827158 34.14912419 69.45479452 79.48630137 83.86202186 91.40786736 97.59726027], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 50.77260274 | 3 | 0.1% | |
| 65.4630137 | 3 | 0.1% | |
| 42.73150685 | 3 | 0.1% | |
| 37.6630137 | 3 | 0.1% | |
| 55.21369863 | 3 | 0.1% | |
| 38.87123288 | 3 | 0.1% | |
| 67.45205479 | 3 | 0.1% | |
| 63.36712329 | 2 | 0.1% | |
| 43.75342466 | 2 | 0.1% | |
| 45.08219178 | 2 | 0.1% | |
| Other values (2913) | 3041 | 99.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 6.920765027 | 1 | < 0.1% | |
| 10.68219178 | 1 | < 0.1% | |
| 11.07671233 | 1 | < 0.1% | |
| 12.82191781 | 1 | < 0.1% | |
| 12.97808219 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 97.59726027 | 1 | < 0.1% | |
| 94.77260274 | 1 | < 0.1% | |
| 94.42896175 | 1 | < 0.1% | |
| 94.07945205 | 1 | < 0.1% | |
| 93.4739726 | 1 | < 0.1% |
count_inv_prec_tumour
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 1.5% |
| Missing (n) | 45 |
| 0 | |
|---|---|
| 1 | 59 |
| 2 | 9 |
| (Missing) | 45 |
| Value | Count | Frequency (%) | |
| 0 | 2954 | 96.3% | |
| 1 | 59 | 1.9% | |
| 2 | 9 | 0.3% | |
| 4 | 1 | < 0.1% | |
| (Missing) | 45 | 1.5% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
count_situ_prec_tumour
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 1.5% |
| Missing (n) | 45 |
| 0 | |
|---|---|
| 1 | 56 |
| 2 | 5 |
| (Missing) | 45 |
| Value | Count | Frequency (%) | |
| 0 | 2960 | 96.5% | |
| 1 | 56 | 1.8% | |
| 2 | 5 | 0.2% | |
| 3 | 2 | 0.1% | |
| (Missing) | 45 | 1.5% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
cutaneous_biopsy_associated_nevus
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 39.9% |
| Missing (n) | 1224 |
| absent | |
|---|---|
| present | |
| (Missing) |
| Value | Count | Frequency (%) | |
| absent | 1402 | 45.7% | |
| present | 442 | 14.4% | |
| (Missing) | 1224 | 39.9% |
| Max length | 7 |
|---|---|
| Mean length | 4.947196871 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cutaneous_biopsy_breslow
Numeric
| Distinct count | 301 |
|---|---|
| Unique (%) | 9.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.26476206 |
|---|---|
| Minimum | 0.05 |
| Maximum | 60 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.7 |
| Median | 1.2 |
| Q3 | 2.5 |
| 95-th percentile | 7.065 |
| Maximum | 60 |
| Range | 59.95 |
| Interquartile range | 1.8 |
Descriptive statistics
| Standard deviation | 3.24734537 |
|---|---|
| Coef of variation | 1.433857193 |
| Kurtosis | 74.39748404 |
| Mean | 2.26476206 |
| MAD | 1.842199578 |
| Skewness | 6.285841804 |
| Sum | 6948.29 |
| Variance | 10.54525195 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[5.00e-02 1.95e-01 2.95e-01 3.05e-01 3.45e-01 ... 9.06e+00 9.95e+00 1.01e+01 2.10e+01 6.00e+01], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.6 | 166 | 5.4% | |
| 0.5 | 159 | 5.2% | |
| 0.8 | 129 | 4.2% | |
| 1.1 | 127 | 4.1% | |
| 0.4 | 123 | 4.0% | |
| 0.7 | 114 | 3.7% | |
| 0.9 | 109 | 3.6% | |
| 1 | 103 | 3.4% | |
| 1.3 | 84 | 2.7% | |
| 1.2 | 81 | 2.6% | |
| Other values (291) | 1873 | 61.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.05 | 1 | < 0.1% | |
| 0.1 | 1 | < 0.1% | |
| 0.15 | 3 | 0.1% | |
| 0.18 | 1 | < 0.1% | |
| 0.19 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 60 | 1 | < 0.1% | |
| 58 | 1 | < 0.1% | |
| 30 | 3 | 0.1% | |
| 27 | 3 | 0.1% | |
| 25 | 1 | < 0.1% |
cutaneous_biopsy_histological_subtype
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 1.6% |
| Missing (n) | 50 |
| superficial_spreading | |
|---|---|
| nodular | |
| acral_lentiginous | 167 |
| Other values (6) |
| Value | Count | Frequency (%) | |
| superficial_spreading | 1977 | 64.4% | |
| nodular | 469 | 15.3% | |
| acral_lentiginous | 167 | 5.4% | |
| other | 166 | 5.4% | |
| lentiginous_malignant | 161 | 5.2% | |
| spitzoid | 24 | 0.8% | |
| desmoplastic | 22 | 0.7% | |
| mucosal | 17 | 0.6% | |
| nevoid | 15 | 0.5% | |
| (Missing) | 50 | 1.6% |
| Max length | 21 |
|---|---|
| Mean length | 17.16590613 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cutaneous_biopsy_lymphatic_invasion
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 24.9% |
| Missing (n) | 764 |
| absent | |
|---|---|
| present | 87 |
| (Missing) |
| Value | Count | Frequency (%) | |
| absent | 2217 | 72.3% | |
| present | 87 | 2.8% | |
| (Missing) | 764 | 24.9% |
| Max length | 7 |
|---|---|
| Mean length | 5.281290743 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cutaneous_biopsy_mitotic_index
Numeric
| Distinct count | 43 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 18.1% |
| Missing (n) | 556 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.356090764 |
|---|---|
| Minimum | 0 |
| Maximum | 80 |
| Zeros (%) | 42.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 3 |
| 95-th percentile | 12 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 4.762318359 |
|---|---|
| Coef of variation | 2.021279668 |
| Kurtosis | 40.2092707 |
| Mean | 2.356090764 |
| MAD | 2.954248556 |
| Skewness | 4.565065958 |
| Sum | 5918.5 |
| Variance | 22.67967615 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) | |
| 0 | 1304 | 42.5% | |
| 1 | 205 | 6.7% | |
| 2 | 185 | 6.0% | |
| 0.5 | 152 | 5.0% | |
| 4 | 131 | 4.3% | |
| 3 | 110 | 3.6% | |
| 8 | 82 | 2.7% | |
| 5 | 64 | 2.1% | |
| 6 | 57 | 1.9% | |
| 12 | 39 | 1.3% | |
| Other values (32) | 183 | 6.0% | |
| (Missing) | 556 | 18.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1304 | 42.5% | |
| 0.1 | 1 | < 0.1% | |
| 0.4 | 3 | 0.1% | |
| 0.5 | 152 | 5.0% | |
| 0.9 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 80 | 1 | < 0.1% | |
| 46 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 39 | 1 | < 0.1% | |
| 37 | 1 | < 0.1% |
cutaneous_biopsy_neurotropism
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 19.7% |
| Missing (n) | 603 |
| absent | |
|---|---|
| present | 81 |
| (Missing) |
| Value | Count | Frequency (%) | |
| absent | 2384 | 77.7% | |
| present | 81 | 2.6% | |
| (Missing) | 603 | 19.7% |
| Max length | 7 |
|---|---|
| Mean length | 5.436766623 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cutaneous_biopsy_predominant_cell_type
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 40.2% |
| Missing (n) | 1233 |
| epitheloid | |
|---|---|
| fusocellular | 197 |
| sarcomatoid | 124 |
| Other values (4) | 111 |
| (Missing) |
| Value | Count | Frequency (%) | |
| epitheloid | 1403 | 45.7% | |
| fusocellular | 197 | 6.4% | |
| sarcomatoid | 124 | 4.0% | |
| small_cell | 46 | 1.5% | |
| other | 34 | 1.1% | |
| pleomorphic | 29 | 0.9% | |
| spindle | 2 | 0.1% | |
| (Missing) | 1233 | 40.2% |
| Max length | 12 |
|---|---|
| Mean length | 7.307692308 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cutaneous_biopsy_regression
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 40.5% |
| Missing (n) | 1243 |
| absent | |
|---|---|
| partial | |
| extensive | |
| (Missing) |
| Value | Count | Frequency (%) | |
| absent | 976 | 31.8% | |
| partial | 592 | 19.3% | |
| extensive | 257 | 8.4% | |
| (Missing) | 1243 | 40.5% |
| Max length | 9 |
|---|---|
| Mean length | 5.228813559 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cutaneous_biopsy_satellitosis
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 22.5% |
| Missing (n) | 691 |
| absent | |
|---|---|
| present | 59 |
| (Missing) |
| Value | Count | Frequency (%) | |
| absent | 2318 | 75.6% | |
| present | 59 | 1.9% | |
| (Missing) | 691 | 22.5% |
| Max length | 7 |
|---|---|
| Mean length | 5.343546284 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cutaneous_biopsy_ulceration
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 5.7% |
| Missing (n) | 176 |
| absent | |
|---|---|
| present | |
| (Missing) | 176 |
| Value | Count | Frequency (%) | |
| absent | 2214 | 72.2% | |
| present | 678 | 22.1% | |
| (Missing) | 176 | 5.7% |
| Max length | 7 |
|---|---|
| Mean length | 6.048891786 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cutaneous_biopsy_vascular_invasion
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 27.5% |
| Missing (n) | 843 |
| absent | |
|---|---|
| present | 63 |
| (Missing) |
| Value | Count | Frequency (%) | |
| absent | 2162 | 70.5% | |
| present | 63 | 2.1% | |
| (Missing) | 843 | 27.5% |
| Max length | 7 |
|---|---|
| Mean length | 5.196219035 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
df_index
Numeric
| Distinct count | 2148 |
|---|---|
| Unique (%) | 70.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 889.3800522 |
|---|---|
| Minimum | 0 |
| Maximum | 2147 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 76.35 |
| Q1 | 383 |
| Median | 766.5 |
| Q3 | 1380.25 |
| 95-th percentile | 1993.65 |
| Maximum | 2147 |
| Range | 2147 |
| Interquartile range | 997.25 |
Descriptive statistics
| Standard deviation | 607.9598812 |
|---|---|
| Coef of variation | 0.6835771498 |
| Kurtosis | -0.9616026594 |
| Mean | 889.3800522 |
| MAD | 516.2232678 |
| Skewness | 0.4541976685 |
| Sum | 2728618 |
| Variance | 369615.2171 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 919.5 2147. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.1% | |
| 605 | 2 | 0.1% | |
| 661 | 2 | 0.1% | |
| 659 | 2 | 0.1% | |
| 657 | 2 | 0.1% | |
| 655 | 2 | 0.1% | |
| 653 | 2 | 0.1% | |
| 651 | 2 | 0.1% | |
| 649 | 2 | 0.1% | |
| 647 | 2 | 0.1% | |
| Other values (2138) | 3048 | 99.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.1% | |
| 1 | 2 | 0.1% | |
| 2 | 2 | 0.1% | |
| 3 | 2 | 0.1% | |
| 4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2147 | 1 | < 0.1% | |
| 2146 | 1 | < 0.1% | |
| 2145 | 1 | < 0.1% | |
| 2144 | 1 | < 0.1% | |
| 2143 | 1 | < 0.1% |
ID
Categorical, Unique
| First 5 values |
|---|
| ID1003 |
| ID1004 |
| ID1005 |
| ID1006 |
| ID1008 |
| Last 5 values |
|---|
| ID9889 |
| ID992 |
| ID993 |
| ID996 |
| ID999 |
First 5 values
| Value | Count | Frequency (%) | |
| ID1003 | 1 | < 0.1% | |
| ID1004 | 1 | < 0.1% | |
| ID1005 | 1 | < 0.1% | |
| ID1006 | 1 | < 0.1% | |
| ID1008 | 1 | < 0.1% |
Last 5 values
| Value | Count | Frequency (%) | |
| ID999 | 1 | < 0.1% | |
| ID996 | 1 | < 0.1% | |
| ID993 | 1 | < 0.1% | |
| ID992 | 1 | < 0.1% | |
| ID9889 | 1 | < 0.1% |
LAB1300
Numeric
| Distinct count | 549 |
|---|---|
| Unique (%) | 17.9% |
| Missing (%) | 35.7% |
| Missing (n) | 1094 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.314447822 |
|---|---|
| Minimum | 1.8 |
| Maximum | 123.9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.8 |
|---|---|
| 5-th percentile | 4.5965 |
| Q1 | 5.8325 |
| Median | 6.9 |
| Q3 | 8.2 |
| 95-th percentile | 11.1 |
| Maximum | 123.9 |
| Range | 122.1 |
| Interquartile range | 2.3675 |
Descriptive statistics
| Standard deviation | 3.498325466 |
|---|---|
| Coef of variation | 0.4782760848 |
| Kurtosis | 635.1758689 |
| Mean | 7.314447822 |
| MAD | 1.645198215 |
| Skewness | 19.95112306 |
| Sum | 14438.72 |
| Variance | 12.23828107 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 5.8 | 35 | 1.1% | |
| 6.6 | 34 | 1.1% | |
| 6.8 | 34 | 1.1% | |
| 6.7 | 33 | 1.1% | |
| 7.2 | 32 | 1.0% | |
| 5.9 | 32 | 1.0% | |
| 7.1 | 31 | 1.0% | |
| 7.3 | 31 | 1.0% | |
| 5.6 | 30 | 1.0% | |
| 6.5 | 29 | 0.9% | |
| Other values (538) | 1653 | 53.9% | |
| (Missing) | 1094 | 35.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.8 | 1 | < 0.1% | |
| 1.94 | 1 | < 0.1% | |
| 2.5 | 1 | < 0.1% | |
| 2.55 | 1 | < 0.1% | |
| 2.62 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 123.9 | 1 | < 0.1% | |
| 48.1 | 1 | < 0.1% | |
| 27.9 | 1 | < 0.1% | |
| 27.5 | 1 | < 0.1% | |
| 17.79 | 1 | < 0.1% |
LAB1301
Numeric
| Distinct count | 322 |
|---|---|
| Unique (%) | 10.5% |
| Missing (%) | 35.7% |
| Missing (n) | 1094 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 249.748227 |
|---|---|
| Minimum | 10 |
| Maximum | 722 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 156 |
| Q1 | 205 |
| Median | 244 |
| Q3 | 289 |
| 95-th percentile | 362 |
| Maximum | 722 |
| Range | 712 |
| Interquartile range | 84 |
Descriptive statistics
| Standard deviation | 65.14144565 |
|---|---|
| Coef of variation | 0.2608284609 |
| Kurtosis | 2.52678728 |
| Mean | 249.748227 |
| MAD | 50.25770118 |
| Skewness | 0.6315115538 |
| Sum | 493003 |
| Variance | 4243.407942 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 246 | 22 | 0.7% | |
| 239 | 22 | 0.7% | |
| 229 | 19 | 0.6% | |
| 270 | 19 | 0.6% | |
| 224 | 18 | 0.6% | |
| 262 | 17 | 0.6% | |
| 256 | 17 | 0.6% | |
| 205 | 17 | 0.6% | |
| 240 | 17 | 0.6% | |
| 231 | 16 | 0.5% | |
| Other values (311) | 1790 | 58.3% | |
| (Missing) | 1094 | 35.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 19 | 1 | < 0.1% | |
| 37 | 1 | < 0.1% | |
| 52 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 722 | 1 | < 0.1% | |
| 651 | 1 | < 0.1% | |
| 546 | 1 | < 0.1% | |
| 508 | 1 | < 0.1% | |
| 491 | 1 | < 0.1% |
LAB1307
Numeric
| Distinct count | 120 |
|---|---|
| Unique (%) | 3.9% |
| Missing (%) | 35.5% |
| Missing (n) | 1090 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.468255814 |
|---|---|
| Minimum | 0.14 |
| Maximum | 44.2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.14 |
|---|---|
| 5-th percentile | 2.4 |
| Q1 | 3.3 |
| Median | 4.2 |
| Q3 | 5.2 |
| 95-th percentile | 7.5 |
| Maximum | 44.2 |
| Range | 44.06 |
| Interquartile range | 1.9 |
Descriptive statistics
| Standard deviation | 1.8982984 |
|---|---|
| Coef of variation | 0.4248410294 |
| Kurtosis | 105.7354803 |
| Mean | 4.468255814 |
| MAD | 1.23612458 |
| Skewness | 6.099195524 |
| Sum | 8838.21 |
| Variance | 3.603536815 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 4.4 | 72 | 2.3% | |
| 4.2 | 66 | 2.2% | |
| 4.6 | 61 | 2.0% | |
| 3.6 | 60 | 2.0% | |
| 3.9 | 59 | 1.9% | |
| 4.1 | 59 | 1.9% | |
| 4 | 58 | 1.9% | |
| 3.8 | 58 | 1.9% | |
| 3.3 | 57 | 1.9% | |
| 4.3 | 55 | 1.8% | |
| Other values (109) | 1373 | 44.8% | |
| (Missing) | 1090 | 35.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.14 | 1 | < 0.1% | |
| 0.6 | 1 | < 0.1% | |
| 0.8 | 2 | 0.1% | |
| 0.82 | 1 | < 0.1% | |
| 1.3 | 3 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 44.2 | 1 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| 14.1 | 1 | < 0.1% | |
| 13.04 | 1 | < 0.1% | |
| 11.9 | 1 | < 0.1% |
LAB1309
Numeric
| Distinct count | 311 |
|---|---|
| Unique (%) | 10.1% |
| Missing (%) | 35.7% |
| Missing (n) | 1094 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.110678825 |
|---|---|
| Minimum | 0.18 |
| Maximum | 101.7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.18 |
|---|---|
| 5-th percentile | 1.09 |
| Q1 | 1.57 |
| Median | 1.96 |
| Q3 | 2.42 |
| 95-th percentile | 3.327 |
| Maximum | 101.7 |
| Range | 101.52 |
| Interquartile range | 0.85 |
Descriptive statistics
| Standard deviation | 2.405081237 |
|---|---|
| Coef of variation | 1.139482336 |
| Kurtosis | 1493.828183 |
| Mean | 2.110678825 |
| MAD | 0.622184159 |
| Skewness | 36.32948988 |
| Sum | 4166.48 |
| Variance | 5.784415758 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.6 | 66 | 2.2% | |
| 1.8 | 66 | 2.2% | |
| 1.5 | 57 | 1.9% | |
| 1.7 | 57 | 1.9% | |
| 1.4 | 53 | 1.7% | |
| 2 | 51 | 1.7% | |
| 2.3 | 46 | 1.5% | |
| 1.9 | 45 | 1.5% | |
| 2.2 | 44 | 1.4% | |
| 2.1 | 43 | 1.4% | |
| Other values (300) | 1446 | 47.1% | |
| (Missing) | 1094 | 35.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.18 | 1 | < 0.1% | |
| 0.3 | 1 | < 0.1% | |
| 0.38 | 1 | < 0.1% | |
| 0.4 | 1 | < 0.1% | |
| 0.48 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 101.7 | 1 | < 0.1% | |
| 21.45 | 1 | < 0.1% | |
| 8.95 | 1 | < 0.1% | |
| 7.6 | 1 | < 0.1% | |
| 7.51 | 1 | < 0.1% |
LAB1311
Numeric
| Distinct count | 77 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 35.7% |
| Missing (n) | 1094 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.3735663627 |
|---|---|
| Minimum | 0.1 |
| Maximum | 3.34 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.29 |
| Median | 0.35 |
| Q3 | 0.43 |
| 95-th percentile | 0.6 |
| Maximum | 3.34 |
| Range | 3.24 |
| Interquartile range | 0.14 |
Descriptive statistics
| Standard deviation | 0.1613156954 |
|---|---|
| Coef of variation | 0.4318260729 |
| Kurtosis | 83.34208211 |
| Mean | 0.3735663627 |
| MAD | 0.1073016284 |
| Skewness | 5.583860305 |
| Sum | 737.42 |
| Variance | 0.02602275358 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.3 | 284 | 9.3% | |
| 0.4 | 276 | 9.0% | |
| 0.5 | 147 | 4.8% | |
| 0.2 | 108 | 3.5% | |
| 0.6 | 62 | 2.0% | |
| 0.31 | 50 | 1.6% | |
| 0.28 | 49 | 1.6% | |
| 0.23 | 46 | 1.5% | |
| 0.27 | 43 | 1.4% | |
| 0.26 | 42 | 1.4% | |
| Other values (66) | 867 | 28.3% | |
| (Missing) | 1094 | 35.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.1 | 3 | 0.1% | |
| 0.12 | 5 | 0.2% | |
| 0.13 | 2 | 0.1% | |
| 0.14 | 6 | 0.2% | |
| 0.15 | 10 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.34 | 1 | < 0.1% | |
| 2.76 | 1 | < 0.1% | |
| 1.48 | 1 | < 0.1% | |
| 1.3 | 1 | < 0.1% | |
| 1.14 | 1 | < 0.1% |
LAB1313
Numeric
| Distinct count | 73 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 35.7% |
| Missing (n) | 1094 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1729685917 |
|---|---|
| Minimum | 0 |
| Maximum | 2.49 |
| Zeros (%) | 2.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 0.1 |
| Median | 0.13 |
| Q3 | 0.21 |
| 95-th percentile | 0.4 |
| Maximum | 2.49 |
| Range | 2.49 |
| Interquartile range | 0.11 |
Descriptive statistics
| Standard deviation | 0.1374557092 |
|---|---|
| Coef of variation | 0.7946859478 |
| Kurtosis | 47.89856442 |
| Mean | 0.1729685917 |
| MAD | 0.09530059979 |
| Skewness | 4.055323234 |
| Sum | 341.44 |
| Variance | 0.018894072 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.1 | 382 | 12.5% | |
| 0.2 | 249 | 8.1% | |
| 0.3 | 106 | 3.5% | |
| 0 | 72 | 2.3% | |
| 0.13 | 64 | 2.1% | |
| 0.12 | 63 | 2.1% | |
| 0.06 | 60 | 2.0% | |
| 0.09 | 60 | 2.0% | |
| 0.08 | 57 | 1.9% | |
| 0.11 | 57 | 1.9% | |
| Other values (62) | 804 | 26.2% | |
| (Missing) | 1094 | 35.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 72 | 2.3% | |
| 0.01 | 10 | 0.3% | |
| 0.02 | 16 | 0.5% | |
| 0.03 | 27 | 0.9% | |
| 0.04 | 41 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.49 | 1 | < 0.1% | |
| 1.6 | 1 | < 0.1% | |
| 0.9 | 1 | < 0.1% | |
| 0.82 | 1 | < 0.1% | |
| 0.81 | 1 | < 0.1% |
LAB1314
Numeric
| Distinct count | 93 |
|---|---|
| Unique (%) | 3.0% |
| Missing (%) | 35.6% |
| Missing (n) | 1093 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.11878481 |
|---|---|
| Minimum | 7.9 |
| Maximum | 19.5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 7.9 |
|---|---|
| 5-th percentile | 11.7 |
| Q1 | 13.2 |
| Median | 14.1 |
| Q3 | 15.1 |
| 95-th percentile | 16.4 |
| Maximum | 19.5 |
| Range | 11.6 |
| Interquartile range | 1.9 |
Descriptive statistics
| Standard deviation | 1.453436881 |
|---|---|
| Coef of variation | 0.1029434827 |
| Kurtosis | 0.4766836174 |
| Mean | 14.11878481 |
| MAD | 1.150167986 |
| Skewness | -0.1785876064 |
| Sum | 27884.6 |
| Variance | 2.112478766 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 13.4 | 70 | 2.3% | |
| 14.4 | 64 | 2.1% | |
| 14.2 | 59 | 1.9% | |
| 13.7 | 56 | 1.8% | |
| 14 | 56 | 1.8% | |
| 14.6 | 55 | 1.8% | |
| 13.8 | 55 | 1.8% | |
| 13.2 | 55 | 1.8% | |
| 14.9 | 53 | 1.7% | |
| 14.5 | 53 | 1.7% | |
| Other values (82) | 1399 | 45.6% | |
| (Missing) | 1093 | 35.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 7.9 | 1 | < 0.1% | |
| 8.1 | 1 | < 0.1% | |
| 8.7 | 2 | 0.1% | |
| 9 | 1 | < 0.1% | |
| 9.2 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19.5 | 1 | < 0.1% | |
| 18.9 | 1 | < 0.1% | |
| 18.7 | 1 | < 0.1% | |
| 18.6 | 1 | < 0.1% | |
| 18.5 | 2 | 0.1% |
LAB1316
Highly correlated
This variable is highly correlated with LAB1309 and should be ignored for analysis
| Correlation | 0.9176046932 |
|---|
LAB2404
Numeric
| Distinct count | 78 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 37.1% |
| Missing (n) | 1137 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 23.83013982 |
|---|---|
| Minimum | 4 |
| Maximum | 172 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 19 |
| Median | 22 |
| Q3 | 26 |
| 95-th percentile | 38 |
| Maximum | 172 |
| Range | 168 |
| Interquartile range | 7 |
Descriptive statistics
| Standard deviation | 11.40893854 |
|---|---|
| Coef of variation | 0.4787608729 |
| Kurtosis | 48.54196089 |
| Mean | 23.83013982 |
| MAD | 6.037167842 |
| Skewness | 5.606769345 |
| Sum | 46016 |
| Variance | 130.1638787 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 20 | 159 | 5.2% | |
| 21 | 151 | 4.9% | |
| 22 | 150 | 4.9% | |
| 23 | 138 | 4.5% | |
| 19 | 132 | 4.3% | |
| 24 | 115 | 3.7% | |
| 18 | 106 | 3.5% | |
| 25 | 105 | 3.4% | |
| 26 | 93 | 3.0% | |
| 17 | 84 | 2.7% | |
| Other values (67) | 698 | 22.8% | |
| (Missing) | 1137 | 37.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4 | 1 | < 0.1% | |
| 6 | 2 | 0.1% | |
| 7 | 3 | 0.1% | |
| 8 | 2 | 0.1% | |
| 9 | 5 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 172 | 1 | < 0.1% | |
| 150 | 1 | < 0.1% | |
| 135 | 1 | < 0.1% | |
| 133 | 1 | < 0.1% | |
| 128 | 1 | < 0.1% |
LAB2405
Numeric
| Distinct count | 109 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 37.0% |
| Missing (n) | 1136 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 25.4057971 |
|---|---|
| Minimum | 1 |
| Maximum | 318 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 16 |
| Median | 21 |
| Q3 | 28 |
| 95-th percentile | 51.45 |
| Maximum | 318 |
| Range | 317 |
| Interquartile range | 12 |
Descriptive statistics
| Standard deviation | 19.26701707 |
|---|---|
| Coef of variation | 0.7583708943 |
| Kurtosis | 64.0229775 |
| Mean | 25.4057971 |
| MAD | 10.42546584 |
| Skewness | 6.069911929 |
| Sum | 49084 |
| Variance | 371.2179467 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 19 | 107 | 3.5% | |
| 17 | 105 | 3.4% | |
| 18 | 102 | 3.3% | |
| 21 | 93 | 3.0% | |
| 20 | 93 | 3.0% | |
| 23 | 87 | 2.8% | |
| 16 | 86 | 2.8% | |
| 22 | 84 | 2.7% | |
| 13 | 80 | 2.6% | |
| 12 | 74 | 2.4% | |
| Other values (98) | 1021 | 33.3% | |
| (Missing) | 1136 | 37.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 6 | 5 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 318 | 1 | < 0.1% | |
| 310 | 1 | < 0.1% | |
| 170 | 1 | < 0.1% | |
| 160 | 2 | 0.1% | |
| 159 | 1 | < 0.1% |
LAB2406
Numeric
| Distinct count | 139 |
|---|---|
| Unique (%) | 4.5% |
| Missing (%) | 42.1% |
| Missing (n) | 1292 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 29.26013514 |
|---|---|
| Minimum | 2 |
| Maximum | 1746 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 13 |
| Median | 19 |
| Q3 | 31 |
| 95-th percentile | 76 |
| Maximum | 1746 |
| Range | 1744 |
| Interquartile range | 18 |
Descriptive statistics
| Standard deviation | 52.80461897 |
|---|---|
| Coef of variation | 1.804660803 |
| Kurtosis | 640.74943 |
| Mean | 29.26013514 |
| MAD | 18.92240382 |
| Skewness | 21.07839724 |
| Sum | 51966 |
| Variance | 2788.327785 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 12 | 82 | 2.7% | |
| 15 | 80 | 2.6% | |
| 14 | 79 | 2.6% | |
| 10 | 76 | 2.5% | |
| 11 | 75 | 2.4% | |
| 16 | 70 | 2.3% | |
| 13 | 68 | 2.2% | |
| 19 | 65 | 2.1% | |
| 17 | 65 | 2.1% | |
| 9 | 59 | 1.9% | |
| Other values (128) | 1057 | 34.5% | |
| (Missing) | 1292 | 42.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 2 | 0.1% | |
| 3 | 5 | 0.2% | |
| 4 | 8 | 0.3% | |
| 5 | 7 | 0.2% | |
| 6 | 20 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1746 | 1 | < 0.1% | |
| 547 | 1 | < 0.1% | |
| 507 | 1 | < 0.1% | |
| 377 | 1 | < 0.1% | |
| 323 | 1 | < 0.1% |
LAB2407
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 37.7% |
| Missing (n) | 1158 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7083246073 |
|---|---|
| Minimum | 0.2 |
| Maximum | 10.5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.5 |
| Median | 0.6 |
| Q3 | 0.8 |
| 95-th percentile | 1.3 |
| Maximum | 10.5 |
| Range | 10.3 |
| Interquartile range | 0.3 |
Descriptive statistics
| Standard deviation | 0.3775369146 |
|---|---|
| Coef of variation | 0.5329998573 |
| Kurtosis | 238.7723489 |
| Mean | 0.7083246073 |
| MAD | 0.2242467038 |
| Skewness | 10.10205898 |
| Sum | 1352.9 |
| Variance | 0.1425341219 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) | |
| 0.6 | 346 | 11.3% | |
| 0.5 | 327 | 10.7% | |
| 0.7 | 284 | 9.3% | |
| 0.4 | 213 | 6.9% | |
| 0.8 | 201 | 6.6% | |
| 0.9 | 139 | 4.5% | |
| 1 | 103 | 3.4% | |
| 0.3 | 93 | 3.0% | |
| 1.1 | 58 | 1.9% | |
| 1.2 | 43 | 1.4% | |
| Other values (16) | 103 | 3.4% | |
| (Missing) | 1158 | 37.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.2 | 5 | 0.2% | |
| 0.3 | 93 | 3.0% | |
| 0.4 | 213 | 6.9% | |
| 0.5 | 327 | 10.7% | |
| 0.6 | 346 | 11.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10.5 | 1 | < 0.1% | |
| 3.2 | 1 | < 0.1% | |
| 2.7 | 1 | < 0.1% | |
| 2.5 | 1 | < 0.1% | |
| 2.4 | 1 | < 0.1% |
LAB2419
Numeric
| Distinct count | 315 |
|---|---|
| Unique (%) | 10.3% |
| Missing (%) | 38.7% |
| Missing (n) | 1187 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 337.0861244 |
|---|---|
| Minimum | 104 |
| Maximum | 1230 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 104 |
|---|---|
| 5-th percentile | 249 |
| Q1 | 292 |
| Median | 327 |
| Q3 | 371 |
| 95-th percentile | 450 |
| Maximum | 1230 |
| Range | 1126 |
| Interquartile range | 79 |
Descriptive statistics
| Standard deviation | 75.00189376 |
|---|---|
| Coef of variation | 0.2225006855 |
| Kurtosis | 27.63298745 |
| Mean | 337.0861244 |
| MAD | 51.01350956 |
| Skewness | 3.225660592 |
| Sum | 634059 |
| Variance | 5625.284068 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 308 | 23 | 0.7% | |
| 314 | 19 | 0.6% | |
| 298 | 19 | 0.6% | |
| 338 | 19 | 0.6% | |
| 303 | 18 | 0.6% | |
| 295 | 18 | 0.6% | |
| 320 | 17 | 0.6% | |
| 284 | 17 | 0.6% | |
| 334 | 17 | 0.6% | |
| 311 | 16 | 0.5% | |
| Other values (304) | 1698 | 55.3% | |
| (Missing) | 1187 | 38.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 104 | 1 | < 0.1% | |
| 151 | 1 | < 0.1% | |
| 172 | 1 | < 0.1% | |
| 176 | 1 | < 0.1% | |
| 180 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1230 | 1 | < 0.1% | |
| 1202 | 1 | < 0.1% | |
| 1072 | 1 | < 0.1% | |
| 813 | 1 | < 0.1% | |
| 771 | 1 | < 0.1% |
LAB2422
Numeric
| Distinct count | 146 |
|---|---|
| Unique (%) | 4.8% |
| Missing (%) | 35.7% |
| Missing (n) | 1094 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 101.8622087 |
|---|---|
| Minimum | 64 |
| Maximum | 416 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 64 |
|---|---|
| 5-th percentile | 78 |
| Q1 | 87 |
| Median | 95 |
| Q3 | 106 |
| 95-th percentile | 147.35 |
| Maximum | 416 |
| Range | 352 |
| Interquartile range | 19 |
Descriptive statistics
| Standard deviation | 30.48789379 |
|---|---|
| Coef of variation | 0.2993052495 |
| Kurtosis | 33.24887727 |
| Mean | 101.8622087 |
| MAD | 16.64389957 |
| Skewness | 4.781957935 |
| Sum | 201076 |
| Variance | 929.5116679 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 92 | 85 | 2.8% | |
| 88 | 71 | 2.3% | |
| 86 | 68 | 2.2% | |
| 93 | 62 | 2.0% | |
| 94 | 62 | 2.0% | |
| 95 | 61 | 2.0% | |
| 87 | 61 | 2.0% | |
| 89 | 61 | 2.0% | |
| 91 | 59 | 1.9% | |
| 96 | 58 | 1.9% | |
| Other values (135) | 1326 | 43.2% | |
| (Missing) | 1094 | 35.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 64 | 3 | 0.1% | |
| 65 | 1 | < 0.1% | |
| 66 | 1 | < 0.1% | |
| 67 | 5 | 0.2% | |
| 69 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 416 | 1 | < 0.1% | |
| 412 | 1 | < 0.1% | |
| 402 | 1 | < 0.1% | |
| 382 | 1 | < 0.1% | |
| 352 | 1 | < 0.1% |
LAB2467
Numeric
| Distinct count | 129 |
|---|---|
| Unique (%) | 4.2% |
| Missing (%) | 35.6% |
| Missing (n) | 1093 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.963756962 |
|---|---|
| Minimum | 0.3 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.64 |
| Q1 | 0.8 |
| Median | 0.9 |
| Q3 | 1.08 |
| 95-th percentile | 1.343 |
| Maximum | 10 |
| Range | 9.7 |
| Interquartile range | 0.28 |
Descriptive statistics
| Standard deviation | 0.4233030508 |
|---|---|
| Coef of variation | 0.4392217825 |
| Kurtosis | 217.8911583 |
| Mean | 0.963756962 |
| MAD | 0.1913182836 |
| Skewness | 12.33081532 |
| Sum | 1903.42 |
| Variance | 0.1791854728 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.9 | 206 | 6.7% | |
| 1 | 180 | 5.9% | |
| 1.1 | 147 | 4.8% | |
| 0.8 | 135 | 4.4% | |
| 1.2 | 98 | 3.2% | |
| 0.7 | 68 | 2.2% | |
| 1.3 | 49 | 1.6% | |
| 0.84 | 33 | 1.1% | |
| 0.82 | 30 | 1.0% | |
| 0.93 | 30 | 1.0% | |
| Other values (118) | 999 | 32.6% | |
| (Missing) | 1093 | 35.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.3 | 1 | < 0.1% | |
| 0.42 | 1 | < 0.1% | |
| 0.47 | 1 | < 0.1% | |
| 0.49 | 3 | 0.1% | |
| 0.5 | 7 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 8.8 | 1 | < 0.1% | |
| 7.5 | 1 | < 0.1% | |
| 6.39 | 1 | < 0.1% | |
| 6.2 | 1 | < 0.1% |
LAB2469
Numeric
| Distinct count | 216 |
|---|---|
| Unique (%) | 7.0% |
| Missing (%) | 37.3% |
| Missing (n) | 1144 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 207.9178794 |
|---|---|
| Minimum | 75 |
| Maximum | 377 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 75 |
|---|---|
| 5-th percentile | 146 |
| Q1 | 181 |
| Median | 205 |
| Q3 | 233 |
| 95-th percentile | 277 |
| Maximum | 377 |
| Range | 302 |
| Interquartile range | 52 |
Descriptive statistics
| Standard deviation | 40.30774121 |
|---|---|
| Coef of variation | 0.1938637568 |
| Kurtosis | 0.5579680323 |
| Mean | 207.9178794 |
| MAD | 31.68040638 |
| Skewness | 0.4128060352 |
| Sum | 400034 |
| Variance | 1624.714002 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 199 | 29 | 0.9% | |
| 186 | 27 | 0.9% | |
| 225 | 27 | 0.9% | |
| 194 | 27 | 0.9% | |
| 181 | 26 | 0.8% | |
| 190 | 25 | 0.8% | |
| 211 | 25 | 0.8% | |
| 178 | 24 | 0.8% | |
| 204 | 24 | 0.8% | |
| 202 | 23 | 0.7% | |
| Other values (205) | 1667 | 54.3% | |
| (Missing) | 1144 | 37.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 75 | 1 | < 0.1% | |
| 87 | 1 | < 0.1% | |
| 102 | 1 | < 0.1% | |
| 103 | 1 | < 0.1% | |
| 105 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 377 | 1 | < 0.1% | |
| 374 | 1 | < 0.1% | |
| 364 | 1 | < 0.1% | |
| 356 | 1 | < 0.1% | |
| 354 | 1 | < 0.1% |
LAB2476
Numeric
| Distinct count | 278 |
|---|---|
| Unique (%) | 9.1% |
| Missing (%) | 37.5% |
| Missing (n) | 1149 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 111.5700886 |
|---|---|
| Minimum | 26 |
| Maximum | 1942 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 66 |
| Median | 92 |
| Q3 | 129 |
| 95-th percentile | 237 |
| Maximum | 1942 |
| Range | 1916 |
| Interquartile range | 63 |
Descriptive statistics
| Standard deviation | 87.52482837 |
|---|---|
| Coef of variation | 0.7844829154 |
| Kurtosis | 121.3459862 |
| Mean | 111.5700886 |
| MAD | 49.64686966 |
| Skewness | 7.645088982 |
| Sum | 214103 |
| Variance | 7660.59558 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 62 | 29 | 0.9% | |
| 67 | 29 | 0.9% | |
| 66 | 28 | 0.9% | |
| 69 | 27 | 0.9% | |
| 61 | 25 | 0.8% | |
| 91 | 24 | 0.8% | |
| 77 | 24 | 0.8% | |
| 94 | 24 | 0.8% | |
| 82 | 23 | 0.7% | |
| 52 | 22 | 0.7% | |
| Other values (267) | 1664 | 54.2% | |
| (Missing) | 1149 | 37.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 26 | 2 | 0.1% | |
| 27 | 2 | 0.1% | |
| 29 | 4 | 0.1% | |
| 30 | 1 | < 0.1% | |
| 31 | 5 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1942 | 1 | < 0.1% | |
| 1278 | 1 | < 0.1% | |
| 735 | 1 | < 0.1% | |
| 677 | 1 | < 0.1% | |
| 634 | 1 | < 0.1% |
LAB2498
Numeric
| Distinct count | 36 |
|---|---|
| Unique (%) | 1.2% |
| Missing (%) | 37.5% |
| Missing (n) | 1152 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 72.64352818 |
|---|---|
| Minimum | 54 |
| Maximum | 94 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 54 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 70 |
| Median | 73 |
| Q3 | 76 |
| 95-th percentile | 80 |
| Maximum | 94 |
| Range | 40 |
| Interquartile range | 6 |
Descriptive statistics
| Standard deviation | 4.542203014 |
|---|---|
| Coef of variation | 0.06252729084 |
| Kurtosis | 0.6295352173 |
| Mean | 72.64352818 |
| MAD | 3.563132788 |
| Skewness | 0.1570894411 |
| Sum | 139185 |
| Variance | 20.63160822 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) | |
| 73 | 191 | 6.2% | |
| 74 | 172 | 5.6% | |
| 70 | 162 | 5.3% | |
| 71 | 159 | 5.2% | |
| 72 | 158 | 5.1% | |
| 75 | 141 | 4.6% | |
| 76 | 127 | 4.1% | |
| 69 | 118 | 3.8% | |
| 77 | 101 | 3.3% | |
| 68 | 100 | 3.3% | |
| Other values (25) | 487 | 15.9% | |
| (Missing) | 1152 | 37.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 54 | 1 | < 0.1% | |
| 55 | 1 | < 0.1% | |
| 58 | 1 | < 0.1% | |
| 59 | 1 | < 0.1% | |
| 60 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 94 | 1 | < 0.1% | |
| 93 | 1 | < 0.1% | |
| 88 | 1 | < 0.1% | |
| 87 | 4 | 0.1% | |
| 86 | 5 | 0.2% |
LAB2544
Numeric
| Distinct count | 67 |
|---|---|
| Unique (%) | 2.2% |
| Missing (%) | 42.3% |
| Missing (n) | 1299 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.931260599 |
|---|---|
| Minimum | 0.1 |
| Maximum | 42.4 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 1.1 |
| Q1 | 1.4 |
| Median | 1.7 |
| Q3 | 2.1 |
| 95-th percentile | 3.2 |
| Maximum | 42.4 |
| Range | 42.3 |
| Interquartile range | 0.7 |
Descriptive statistics
| Standard deviation | 1.738290054 |
|---|---|
| Coef of variation | 0.9000805251 |
| Kurtosis | 334.9023781 |
| Mean | 1.931260599 |
| MAD | 0.6079425161 |
| Skewness | 16.1781863 |
| Sum | 3416.4 |
| Variance | 3.021652313 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.6 | 172 | 5.6% | |
| 1.5 | 147 | 4.8% | |
| 1.8 | 144 | 4.7% | |
| 1.4 | 135 | 4.4% | |
| 1.7 | 127 | 4.1% | |
| 2 | 116 | 3.8% | |
| 1.3 | 112 | 3.7% | |
| 1.2 | 103 | 3.4% | |
| 1.9 | 94 | 3.1% | |
| 1.1 | 76 | 2.5% | |
| Other values (56) | 543 | 17.7% | |
| (Missing) | 1299 | 42.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.1 | 1 | < 0.1% | |
| 0.4 | 1 | < 0.1% | |
| 0.5 | 1 | < 0.1% | |
| 0.6 | 1 | < 0.1% | |
| 0.7 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 42.4 | 1 | < 0.1% | |
| 40.4 | 1 | < 0.1% | |
| 26.2 | 1 | < 0.1% | |
| 23 | 1 | < 0.1% | |
| 11.4 | 1 | < 0.1% |
LAB2679
Numeric
| Distinct count | 63 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 41.4% |
| Missing (n) | 1270 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1024026696 |
|---|---|
| Minimum | 0 |
| Maximum | 9.54 |
| Zeros (%) | 1.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.02 |
| Q1 | 0.05 |
| Median | 0.07 |
| Q3 | 0.1 |
| 95-th percentile | 0.17 |
| Maximum | 9.54 |
| Range | 9.54 |
| Interquartile range | 0.05 |
Descriptive statistics
| Standard deviation | 0.3706045089 |
|---|---|
| Coef of variation | 3.619090305 |
| Kurtosis | 483.0544361 |
| Mean | 0.1024026696 |
| MAD | 0.06873037772 |
| Skewness | 20.84100019 |
| Sum | 184.12 |
| Variance | 0.137347702 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.06 | 240 | 7.8% | |
| 0.07 | 193 | 6.3% | |
| 0.05 | 192 | 6.3% | |
| 0.08 | 177 | 5.8% | |
| 0.04 | 143 | 4.7% | |
| 0.09 | 132 | 4.3% | |
| 0.1 | 103 | 3.4% | |
| 0.03 | 97 | 3.2% | |
| 0.11 | 81 | 2.6% | |
| 0.02 | 78 | 2.5% | |
| Other values (52) | 362 | 11.8% | |
| (Missing) | 1270 | 41.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 42 | 1.4% | |
| 0.01 | 30 | 1.0% | |
| 0.02 | 78 | 2.5% | |
| 0.03 | 97 | 3.2% | |
| 0.04 | 143 | 4.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.54 | 1 | < 0.1% | |
| 9.04 | 1 | < 0.1% | |
| 6.79 | 1 | < 0.1% | |
| 2.89 | 1 | < 0.1% | |
| 2.15 | 1 | < 0.1% |
LAB4176
Numeric
| Distinct count | 156 |
|---|---|
| Unique (%) | 5.1% |
| Missing (%) | 45.3% |
| Missing (n) | 1391 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.603458557 |
|---|---|
| Minimum | 1.5 |
| Maximum | 105 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 4.4 |
| Q1 | 5.9 |
| Median | 6.9 |
| Q3 | 8.4 |
| 95-th percentile | 12 |
| Maximum | 105 |
| Range | 103.5 |
| Interquartile range | 2.5 |
Descriptive statistics
| Standard deviation | 4.170898722 |
|---|---|
| Coef of variation | 0.5485528316 |
| Kurtosis | 221.0828458 |
| Mean | 7.603458557 |
| MAD | 2.023914414 |
| Skewness | 11.39806347 |
| Sum | 12751 |
| Variance | 17.39639615 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 6.9 | 46 | 1.5% | |
| 5.9 | 44 | 1.4% | |
| 6.6 | 43 | 1.4% | |
| 6.4 | 42 | 1.4% | |
| 6 | 42 | 1.4% | |
| 7 | 41 | 1.3% | |
| 6.5 | 41 | 1.3% | |
| 6.1 | 40 | 1.3% | |
| 6.7 | 37 | 1.2% | |
| 6.3 | 37 | 1.2% | |
| Other values (145) | 1264 | 41.2% | |
| (Missing) | 1391 | 45.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.5 | 2 | 0.1% | |
| 1.9 | 1 | < 0.1% | |
| 2.1 | 2 | 0.1% | |
| 2.2 | 1 | < 0.1% | |
| 2.3 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 105 | 1 | < 0.1% | |
| 73.4 | 1 | < 0.1% | |
| 40.7 | 1 | < 0.1% | |
| 40.3 | 1 | < 0.1% | |
| 35.9 | 1 | < 0.1% |
LABGF_filtrat_glomerular
Numeric
| Distinct count | 1699 |
|---|---|
| Unique (%) | 55.4% |
| Missing (%) | 44.6% |
| Missing (n) | 1367 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 81.73520389 |
|---|---|
| Minimum | 5.461407869 |
| Maximum | 234.4461092 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5.461407869 |
|---|---|
| 5-th percentile | 53.88998154 |
| Q1 | 68.81167985 |
| Median | 80.02415301 |
| Q3 | 92.35127866 |
| 95-th percentile | 115.7363594 |
| Maximum | 234.4461092 |
| Range | 228.9847014 |
| Interquartile range | 23.53959881 |
Descriptive statistics
| Standard deviation | 20.05153063 |
|---|---|
| Coef of variation | 0.2453230637 |
| Kurtosis | 4.343407689 |
| Mean | 81.73520389 |
| MAD | 14.99892883 |
| Skewness | 0.9426432245 |
| Sum | 139031.5818 |
| Variance | 402.0638807 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 70.7408643 | 2 | 0.1% | |
| 92.26968071 | 2 | 0.1% | |
| 58.31520377 | 2 | 0.1% | |
| 113.1128712 | 1 | < 0.1% | |
| 87.73716286 | 1 | < 0.1% | |
| 73.99470341 | 1 | < 0.1% | |
| 100.982807 | 1 | < 0.1% | |
| 97.76092271 | 1 | < 0.1% | |
| 90.19080879 | 1 | < 0.1% | |
| 57.57378764 | 1 | < 0.1% | |
| Other values (1688) | 1688 | 55.0% | |
| (Missing) | 1367 | 44.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.461407869 | 1 | < 0.1% | |
| 7.29656491 | 1 | < 0.1% | |
| 9.086138656 | 1 | < 0.1% | |
| 29.68677271 | 1 | < 0.1% | |
| 29.74823934 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 234.4461092 | 1 | < 0.1% | |
| 204.8764707 | 1 | < 0.1% | |
| 202.3704853 | 1 | < 0.1% | |
| 177.4112783 | 1 | < 0.1% | |
| 170.655685 | 1 | < 0.1% |
limfocits_per_monocits
Numeric
| Distinct count | 1058 |
|---|---|
| Unique (%) | 34.5% |
| Missing (%) | 35.7% |
| Missing (n) | 1094 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.119895574 |
|---|---|
| Minimum | 0.4864864865 |
| Maximum | 169.5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.4864864865 |
|---|---|
| 5-th percentile | 2.686177347 |
| Q1 | 4.328231293 |
| Median | 5.666666667 |
| Q3 | 7.362012987 |
| 95-th percentile | 10.25 |
| Maximum | 169.5 |
| Range | 169.0135135 |
| Interquartile range | 3.033781694 |
Descriptive statistics
| Standard deviation | 4.548569594 |
|---|---|
| Coef of variation | 0.7432430078 |
| Kurtosis | 847.7601072 |
| Mean | 6.119895574 |
| MAD | 2.011297313 |
| Skewness | 24.11121324 |
| Sum | 12080.67386 |
| Variance | 20.68948535 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 6 | 52 | 1.7% | |
| 4 | 45 | 1.5% | |
| 5 | 44 | 1.4% | |
| 7 | 36 | 1.2% | |
| 5.333333333 | 27 | 0.9% | |
| 4.5 | 26 | 0.8% | |
| 5.5 | 26 | 0.8% | |
| 3 | 25 | 0.8% | |
| 3.5 | 24 | 0.8% | |
| 8 | 24 | 0.8% | |
| Other values (1047) | 1645 | 53.6% | |
| (Missing) | 1094 | 35.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.4864864865 | 1 | < 0.1% | |
| 0.5898203593 | 1 | < 0.1% | |
| 0.6884057971 | 1 | < 0.1% | |
| 0.7971014493 | 1 | < 0.1% | |
| 0.9239130435 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 169.5 | 1 | < 0.1% | |
| 48.75 | 1 | < 0.1% | |
| 24.85714286 | 1 | < 0.1% | |
| 22 | 1 | < 0.1% | |
| 19.94444444 | 1 | < 0.1% |
MC1R
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 50.5% |
| Missing (n) | 1549 |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1033 | 33.7% | |
| 1 | 486 | 15.8% | |
| (Missing) | 1549 | 50.5% |
months_survival
Numeric
| Distinct count | 255 |
|---|---|
| Unique (%) | 8.3% |
| Missing (%) | 30.0% |
| Missing (n) | 920 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 96.24208566 |
|---|---|
| Minimum | 0 |
| Maximum | 253 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 44 |
| Median | 82 |
| Q3 | 139.25 |
| 95-th percentile | 225.65 |
| Maximum | 253 |
| Range | 253 |
| Interquartile range | 95.25 |
Descriptive statistics
| Standard deviation | 65.76095408 |
|---|---|
| Coef of variation | 0.6832868763 |
| Kurtosis | -0.598132388 |
| Mean | 96.24208566 |
| MAD | 54.63495729 |
| Skewness | 0.6143969156 |
| Sum | 206728 |
| Variance | 4324.503081 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 26 | 0.8% | |
| 42 | 25 | 0.8% | |
| 71 | 23 | 0.7% | |
| 69 | 20 | 0.7% | |
| 33 | 20 | 0.7% | |
| 90 | 20 | 0.7% | |
| 44 | 19 | 0.6% | |
| 27 | 19 | 0.6% | |
| 49 | 19 | 0.6% | |
| 61 | 18 | 0.6% | |
| Other values (244) | 1939 | 63.2% | |
| (Missing) | 920 | 30.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 26 | 0.8% | |
| 1 | 8 | 0.3% | |
| 2 | 11 | 0.4% | |
| 3 | 6 | 0.2% | |
| 4 | 4 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 253 | 1 | < 0.1% | |
| 252 | 1 | < 0.1% | |
| 251 | 2 | 0.1% | |
| 250 | 2 | 0.1% | |
| 249 | 4 | 0.1% |
neutrofils_per_limfocits
Numeric
| Distinct count | 1418 |
|---|---|
| Unique (%) | 46.2% |
| Missing (%) | 35.7% |
| Missing (n) | 1094 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.458991857 |
|---|---|
| Minimum | 0.03899721448 |
| Maximum | 42.16666667 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.03899721448 |
|---|---|
| 5-th percentile | 1.09859944 |
| Q1 | 1.607531056 |
| Median | 2.120606061 |
| Q3 | 2.797598138 |
| 95-th percentile | 4.714692218 |
| Maximum | 42.16666667 |
| Range | 42.12766945 |
| Interquartile range | 1.190067082 |
Descriptive statistics
| Standard deviation | 1.805654882 |
|---|---|
| Coef of variation | 0.7343069792 |
| Kurtosis | 152.0119042 |
| Mean | 2.458991857 |
| MAD | 0.9340089441 |
| Skewness | 9.181500968 |
| Sum | 4854.049925 |
| Variance | 3.260389554 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2 | 25 | 0.8% | |
| 1.5 | 15 | 0.5% | |
| 2.5 | 13 | 0.4% | |
| 2.333333333 | 9 | 0.3% | |
| 2.2 | 8 | 0.3% | |
| 2.222222222 | 8 | 0.3% | |
| 1.666666667 | 8 | 0.3% | |
| 1.428571429 | 8 | 0.3% | |
| 4 | 8 | 0.3% | |
| 1.875 | 8 | 0.3% | |
| Other values (1407) | 1864 | 60.8% | |
| (Missing) | 1094 | 35.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.03899721448 | 1 | < 0.1% | |
| 0.08554572271 | 1 | < 0.1% | |
| 0.2051282051 | 1 | < 0.1% | |
| 0.3652968037 | 1 | < 0.1% | |
| 0.4315789474 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 42.16666667 | 1 | < 0.1% | |
| 24.79166667 | 1 | < 0.1% | |
| 23.26315789 | 1 | < 0.1% | |
| 21.66666667 | 1 | < 0.1% | |
| 18.66666667 | 1 | < 0.1% |
patient_eye_color
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 16.2% |
| Missing (n) | 497 |
| brown | |
|---|---|
| green | |
| blue | |
| Other values (2) | 93 |
| (Missing) |
| Value | Count | Frequency (%) | |
| brown | 1477 | 48.1% | |
| green | 512 | 16.7% | |
| blue | 489 | 15.9% | |
| black | 59 | 1.9% | |
| other | 34 | 1.1% | |
| (Missing) | 497 | 16.2% |
| Max length | 5 |
|---|---|
| Mean length | 4.516623207 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
patient_gender
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| female | |
|---|---|
| male |
| Value | Count | Frequency (%) | |
| female | 1594 | 52.0% | |
| male | 1474 | 48.0% |
| Max length | 6 |
|---|---|
| Mean length | 5.039113429 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
patient_hair_color
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 16.3% |
| Missing (n) | 500 |
| brown | |
|---|---|
| blond | |
| black | 241 |
| Other values (2) | 99 |
| (Missing) |
| Value | Count | Frequency (%) | |
| brown | 1692 | 55.1% | |
| blond | 536 | 17.5% | |
| black | 241 | 7.9% | |
| red | 98 | 3.2% | |
| other | 1 | < 0.1% | |
| (Missing) | 500 | 16.3% |
| Max length | 5 |
|---|---|
| Mean length | 4.610169492 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
patient_phototype
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 13.9% |
| Missing (n) | 427 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.508140856 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.7182878874 |
|---|---|
| Coef of variation | 0.2863825952 |
| Kurtosis | -0.1432687196 |
| Mean | 2.508140856 |
| MAD | 0.631879741 |
| Skewness | 0.3182298573 |
| Sum | 6624 |
| Variance | 0.5159374892 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 2 | 1277 | 41.6% | |
| 3 | 1021 | 33.3% | |
| 4 | 216 | 7.0% | |
| 1 | 123 | 4.0% | |
| 5 | 4 | 0.1% | |
| (Missing) | 427 | 13.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 123 | 4.0% | |
| 2 | 1277 | 41.6% | |
| 3 | 1021 | 33.3% | |
| 4 | 216 | 7.0% | |
| 5 | 4 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 4 | 0.1% | |
| 4 | 216 | 7.0% | |
| 3 | 1021 | 33.3% | |
| 2 | 1277 | 41.6% | |
| 1 | 123 | 4.0% |
primary_tumour_location_coded
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 4.6% |
| Missing (n) | 141 |
| trunk | |
|---|---|
| lower limbs | |
| head and neck | |
| Other values (4) |
| Value | Count | Frequency (%) | |
| trunk | 1345 | 43.8% | |
| lower limbs | 611 | 19.9% | |
| head and neck | 380 | 12.4% | |
| upper limbs | 339 | 11.0% | |
| acral | 216 | 7.0% | |
| mucosa | 34 | 1.1% | |
| other | 2 | 0.1% | |
| (Missing) | 141 | 4.6% |
| Max length | 13 |
|---|---|
| Mean length | 7.767926988 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
scenario
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 4.1% |
| Missing (n) | 127 |
| scenario1 | |
|---|---|
| scenario2 | |
| scenario3 | |
| (Missing) | 127 |
| Value | Count | Frequency (%) | |
| scenario1 | 1251 | 40.8% | |
| scenario2 | 1187 | 38.7% | |
| scenario3 | 408 | 13.3% | |
| scenario4 | 95 | 3.1% | |
| (Missing) | 127 | 4.1% |
| Max length | 9 |
|---|---|
| Mean length | 8.751629726 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
slnb_ldn_location_total
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 83.6% |
| Missing (n) | 2566 |
| 1 | 468 |
|---|---|
| 2 | 30 |
| 3 | 3 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 468 | 15.3% | |
| 2 | 30 | 1.0% | |
| 3 | 3 | 0.1% | |
| 4 | 1 | < 0.1% | |
| (Missing) | 2566 | 83.6% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
specific_death
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 30.0% |
| Missing (n) | 920 |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1778 | 58.0% | |
| 1 | 370 | 12.1% | |
| (Missing) | 920 | 30.0% |
T0_date
Categorical
| Distinct count | 2196 |
|---|---|
| Unique (%) | 71.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2000-07-07 | 6 |
|---|---|
| 2002-01-16 | 6 |
| 2008-02-01 | 6 |
| Other values (2193) |
| Value | Count | Frequency (%) | |
| 2000-07-07 | 6 | 0.2% | |
| 2002-01-16 | 6 | 0.2% | |
| 2008-02-01 | 6 | 0.2% | |
| 2012-10-17 | 5 | 0.2% | |
| 2002-06-28 | 5 | 0.2% | |
| 2009-07-15 | 5 | 0.2% | |
| 2011-12-22 | 5 | 0.2% | |
| 1999-06-15 | 5 | 0.2% | |
| 2001-01-01 | 5 | 0.2% | |
| 2008-10-13 | 5 | 0.2% | |
| Other values (2186) | 3015 | 98.3% |
| Max length | 10 |
|---|---|
| Mean length | 10 |
| Min length | 10 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
total_count_slnb_ldn
Numeric
| Distinct count | 49 |
|---|---|
| Unique (%) | 1.6% |
| Missing (%) | 44.9% |
| Missing (n) | 1378 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.757988166 |
|---|---|
| Minimum | 1 |
| Maximum | 88 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 6.75 |
| 95-th percentile | 22 |
| Maximum | 88 |
| Range | 87 |
| Interquartile range | 5.75 |
Descriptive statistics
| Standard deviation | 7.900057226 |
|---|---|
| Coef of variation | 1.372016927 |
| Kurtosis | 13.19665418 |
| Mean | 5.757988166 |
| MAD | 5.410998214 |
| Skewness | 2.945217746 |
| Sum | 9731 |
| Variance | 62.41090418 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) | |
| 1 | 561 | 18.3% | |
| 2 | 263 | 8.6% | |
| 3 | 257 | 8.4% | |
| 4 | 96 | 3.1% | |
| 5 | 49 | 1.6% | |
| 6 | 41 | 1.3% | |
| 8 | 38 | 1.2% | |
| 11 | 37 | 1.2% | |
| 9 | 29 | 0.9% | |
| 10 | 28 | 0.9% | |
| Other values (38) | 291 | 9.5% | |
| (Missing) | 1378 | 44.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 561 | 18.3% | |
| 2 | 263 | 8.6% | |
| 3 | 257 | 8.4% | |
| 4 | 96 | 3.1% | |
| 5 | 49 | 1.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 88 | 1 | < 0.1% | |
| 57 | 1 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| 47 | 2 | 0.1% |
total_positives_slnb_ldn
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 44.9% |
| Missing (n) | 1378 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.6526627219 |
|---|---|
| Minimum | 0 |
| Maximum | 31 |
| Zeros (%) | 38.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 31 |
| Range | 31 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.847519743 |
|---|---|
| Coef of variation | 2.830741945 |
| Kurtosis | 90.51476048 |
| Mean | 0.6526627219 |
| MAD | 0.9168173383 |
| Skewness | 7.912271168 |
| Sum | 1103 |
| Variance | 3.413329199 |
| Memory size | 24.1 KiB |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) | |
| 0 | 1187 | 38.7% | |
| 1 | 283 | 9.2% | |
| 2 | 111 | 3.6% | |
| 3 | 49 | 1.6% | |
| 4 | 24 | 0.8% | |
| 5 | 9 | 0.3% | |
| 7 | 5 | 0.2% | |
| 6 | 5 | 0.2% | |
| 8 | 4 | 0.1% | |
| 10 | 2 | 0.1% | |
| Other values (9) | 11 | 0.4% | |
| (Missing) | 1378 | 44.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1187 | 38.7% | |
| 1 | 283 | 9.2% | |
| 2 | 111 | 3.6% | |
| 3 | 49 | 1.6% | |
| 4 | 24 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 31 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 21 | 2 | 0.1% | |
| 19 | 1 | < 0.1% | |
| 17 | 1 | < 0.1% |
visceral_metastasis_location
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 98.6% |
| Missing (n) | 3024 |
| multiple | 15 |
|---|---|
| pulmonary | 11 |
| hepatic | 9 |
| Other values (3) | 9 |
| (Missing) |
| Value | Count | Frequency (%) | |
| multiple | 15 | 0.5% | |
| pulmonary | 11 | 0.4% | |
| hepatic | 9 | 0.3% | |
| cns | 5 | 0.2% | |
| bone | 3 | 0.1% | |
| gastrointestinal | 1 | < 0.1% | |
| (Missing) | 3024 | 98.6% |
| Max length | 16 |
|---|---|
| Mean length | 3.062907432 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
First rows
| age | count_inv_prec_tumour | count_situ_prec_tumour | cutaneous_biopsy_associated_nevus | cutaneous_biopsy_breslow | cutaneous_biopsy_histological_subtype | cutaneous_biopsy_lymphatic_invasion | cutaneous_biopsy_mitotic_index | cutaneous_biopsy_neurotropism | cutaneous_biopsy_predominant_cell_type | cutaneous_biopsy_regression | cutaneous_biopsy_satellitosis | cutaneous_biopsy_ulceration | cutaneous_biopsy_vascular_invasion | df_index | ID | LAB1300 | LAB1301 | LAB1307 | LAB1309 | LAB1311 | LAB1313 | LAB1314 | LAB1316 | LAB2404 | LAB2405 | LAB2406 | LAB2407 | LAB2419 | LAB2422 | LAB2467 | LAB2469 | LAB2476 | LAB2498 | LAB2544 | LAB2679 | LAB4176 | LABGF_filtrat_glomerular | limfocits_per_monocits | MC1R | months_survival | neutrofils_per_limfocits | patient_eye_color | patient_gender | patient_hair_color | patient_phototype | primary_tumour_location_coded | scenario | slnb_ldn_location_total | specific_death | T0_date | total_count_slnb_ldn | total_positives_slnb_ldn | visceral_metastasis_location | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 64.251366 | 0.0 | 0.0 | absent | 0.90 | superficial_spreading | absent | 0.0 | absent | NaN | extensive | absent | absent | absent | 0 | ID2 | 6.60 | 260.0 | 4.2 | 1.84 | 0.19 | 0.28 | 13.4 | 0.02 | 21.0 | 22.0 | 17.0 | 0.4 | 308.0 | 95.0 | 0.80 | 320.0 | 72.0 | 65.0 | 1.6 | 0.12 | 7.0 | 76.692145 | 9.684211 | NaN | 179.0 | 2.282609 | brown | female | brown | 2.0 | trunk | scenario2 | NaN | 0.0 | 2004-03-02 | 1.0 | 0.0 | NaN |
| 1 | 44.613699 | 0.0 | 0.0 | absent | 3.75 | superficial_spreading | NaN | NaN | NaN | epitheloid | partial | NaN | present | NaN | 1 | ID4 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 127.0 | NaN | green | male | red | 2.0 | trunk | scenario3 | 1.0 | 0.0 | 2006-09-13 | 16.0 | 2.0 | NaN |
| 2 | 35.956164 | 0.0 | 0.0 | absent | 0.50 | superficial_spreading | absent | 0.0 | absent | epitheloid | partial | absent | absent | absent | 2 | ID6 | 9.64 | 149.0 | 6.5 | 2.30 | 0.50 | 0.20 | 13.4 | 0.00 | 22.0 | 14.0 | 12.0 | 0.7 | 477.0 | 81.0 | 0.76 | 172.0 | 53.0 | 73.0 | 1.8 | 0.04 | 6.2 | 91.545283 | 4.600000 | 0.0 | 67.0 | 2.826087 | brown | female | brown | 2.0 | trunk | scenario1 | NaN | 0.0 | 2013-02-13 | NaN | NaN | NaN |
| 3 | 33.347945 | 0.0 | 0.0 | NaN | 0.50 | spitzoid | absent | 2.0 | absent | epitheloid | absent | absent | absent | NaN | 3 | ID9 | 10.08 | 280.0 | 5.9 | 2.90 | 0.60 | 0.40 | 13.6 | 0.00 | 19.0 | 18.0 | 8.0 | 0.4 | 382.0 | 90.0 | 1.05 | 193.0 | 51.0 | 71.0 | 1.7 | 0.08 | 6.6 | 64.014945 | 4.833333 | 0.0 | 111.0 | 2.034483 | blue | female | brown | 3.0 | lower limbs | scenario1 | NaN | 0.0 | 2009-10-06 | NaN | NaN | NaN |
| 4 | 32.060274 | 0.0 | 0.0 | NaN | 0.60 | superficial_spreading | absent | 0.0 | absent | epitheloid | partial | absent | absent | NaN | 4 | ID17 | 6.81 | 283.0 | 4.0 | 2.00 | 0.40 | 0.20 | 12.6 | 0.00 | 21.0 | 13.0 | 6.0 | 1.0 | 298.0 | 100.0 | 0.80 | 208.0 | 56.0 | 71.0 | 1.3 | 0.09 | 4.8 | 88.316054 | 5.000000 | 0.0 | 118.0 | 2.000000 | brown | female | brown | 2.0 | lower limbs | scenario1 | NaN | 0.0 | 2009-03-23 | NaN | NaN | NaN |
| 5 | 63.245902 | 0.0 | 0.0 | present | 1.20 | nodular | absent | 0.0 | absent | other | partial | absent | absent | absent | 5 | ID20 | 3.73 | 193.0 | 2.8 | 0.60 | 0.20 | 0.10 | 12.9 | 0.00 | 25.0 | 31.0 | 39.0 | 1.6 | 334.0 | 103.0 | 0.62 | 243.0 | 151.0 | 66.0 | 2.5 | 0.07 | 5.9 | 103.249335 | 3.000000 | 0.0 | 45.0 | 4.666667 | brown | female | blond | 2.0 | trunk | scenario2 | NaN | 0.0 | 2015-06-30 | 5.0 | 0.0 | NaN |
| 6 | 54.754098 | NaN | NaN | absent | 0.80 | superficial_spreading | absent | 0.0 | absent | small_cell | NaN | absent | absent | absent | 6 | ID50 | 5.90 | 253.0 | 4.0 | 1.33 | 0.32 | 0.08 | 13.8 | 0.04 | 18.0 | 18.0 | 22.0 | 0.6 | 242.0 | 127.0 | 0.70 | 157.0 | 49.0 | 70.0 | 0.1 | 0.09 | NaN | NaN | 4.156250 | NaN | 123.0 | 3.007519 | brown | male | brown | 2.0 | trunk | scenario1 | NaN | 1.0 | 2000-07-03 | NaN | NaN | NaN |
| 7 | 81.561644 | NaN | NaN | NaN | 0.50 | lentiginous_malignant | NaN | NaN | NaN | epitheloid | extensive | NaN | absent | NaN | 7 | ID87 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 115.0 | NaN | brown | male | brown | 2.0 | upper limbs | scenario1 | NaN | 0.0 | 2007-05-25 | NaN | NaN | NaN |
| 8 | 21.857534 | 0.0 | 0.0 | present | 0.30 | superficial_spreading | NaN | NaN | NaN | epitheloid | partial | NaN | absent | NaN | 8 | ID125 | 7.70 | 224.0 | 4.3 | 2.33 | 0.66 | 0.22 | 15.3 | 0.03 | 23.0 | 36.0 | 26.0 | 0.9 | 298.0 | 84.0 | 1.20 | 176.0 | 130.0 | 67.0 | 1.1 | 0.01 | 12.7 | 80.574710 | 3.530303 | 0.0 | 210.0 | 1.845494 | brown | male | blond | 2.0 | trunk | scenario1 | NaN | 0.0 | 2001-07-11 | NaN | NaN | NaN |
| 9 | 70.942466 | 0.0 | 0.0 | absent | 0.80 | superficial_spreading | NaN | 0.0 | absent | fusocellular | partial | absent | absent | NaN | 9 | ID168 | 2.50 | 169.0 | 1.4 | 0.65 | 0.31 | 0.04 | 12.7 | 0.03 | 30.0 | 46.0 | 27.0 | 0.5 | 406.0 | 87.0 | 0.80 | 178.0 | 78.0 | 65.0 | 2.1 | 0.11 | NaN | 75.165237 | 2.096774 | NaN | 152.0 | 2.153846 | brown | female | brown | 4.0 | lower limbs | scenario2 | NaN | 0.0 | 1999-02-08 | 1.0 | 0.0 | NaN |
Last rows
| age | count_inv_prec_tumour | count_situ_prec_tumour | cutaneous_biopsy_associated_nevus | cutaneous_biopsy_breslow | cutaneous_biopsy_histological_subtype | cutaneous_biopsy_lymphatic_invasion | cutaneous_biopsy_mitotic_index | cutaneous_biopsy_neurotropism | cutaneous_biopsy_predominant_cell_type | cutaneous_biopsy_regression | cutaneous_biopsy_satellitosis | cutaneous_biopsy_ulceration | cutaneous_biopsy_vascular_invasion | df_index | ID | LAB1300 | LAB1301 | LAB1307 | LAB1309 | LAB1311 | LAB1313 | LAB1314 | LAB1316 | LAB2404 | LAB2405 | LAB2406 | LAB2407 | LAB2419 | LAB2422 | LAB2467 | LAB2469 | LAB2476 | LAB2498 | LAB2544 | LAB2679 | LAB4176 | LABGF_filtrat_glomerular | limfocits_per_monocits | MC1R | months_survival | neutrofils_per_limfocits | patient_eye_color | patient_gender | patient_hair_color | patient_phototype | primary_tumour_location_coded | scenario | slnb_ldn_location_total | specific_death | T0_date | total_count_slnb_ldn | total_positives_slnb_ldn | visceral_metastasis_location | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3058 | 49.709589 | 0.0 | 0.0 | NaN | 1.10 | nodular | NaN | 0.0 | NaN | NaN | extensive | NaN | absent | NaN | 910 | ID12386 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | green | female | brown | 3.0 | lower limbs | scenario2 | NaN | NaN | 2014-09-17 | 2.0 | 0.0 | NaN |
| 3059 | 71.065753 | 0.0 | 0.0 | absent | 1.81 | superficial_spreading | NaN | 9.0 | NaN | NaN | absent | NaN | absent | NaN | 911 | ID12685 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | female | NaN | NaN | trunk | scenario2 | NaN | NaN | 2014-06-25 | 2.0 | 0.0 | NaN |
| 3060 | 41.374317 | 0.0 | 0.0 | NaN | 0.90 | superficial_spreading | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 912 | ID12749 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | brown | male | blond | 3.0 | trunk | scenario1 | NaN | NaN | 2015-09-15 | NaN | NaN | NaN |
| 3061 | 87.065753 | 0.0 | 0.0 | absent | 2.05 | lentiginous_malignant | absent | 1.0 | absent | fusocellular | partial | absent | absent | absent | 913 | ID13993 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | green | male | blond | 2.0 | head and neck | scenario1 | NaN | NaN | 2014-07-25 | NaN | NaN | NaN |
| 3062 | 77.536986 | 0.0 | 0.0 | NaN | 0.70 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 914 | ID14434 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | green | male | brown | 2.0 | trunk | scenario1 | NaN | NaN | 2015-06-15 | NaN | NaN | NaN |
| 3063 | 56.803279 | 0.0 | 0.0 | absent | 1.75 | superficial_spreading | absent | 5.0 | absent | epitheloid | NaN | absent | NaN | absent | 915 | ID14464 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | black | female | brown | 3.0 | lower limbs | scenario2 | NaN | NaN | 2012-05-21 | 1.0 | 0.0 | NaN |
| 3064 | 40.112329 | 0.0 | 0.0 | absent | 2.20 | nodular | absent | 6.0 | absent | NaN | absent | absent | present | absent | 916 | ID16599 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | male | NaN | NaN | lower limbs | scenario2 | NaN | NaN | 2010-07-12 | 1.0 | 0.0 | NaN |
| 3065 | 62.120548 | 0.0 | 0.0 | absent | 1.10 | superficial_spreading | absent | 3.0 | absent | epitheloid | NaN | absent | present | absent | 917 | ID16603 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | male | NaN | NaN | upper limbs | scenario2 | NaN | NaN | 2010-06-14 | 3.0 | 0.0 | NaN |
| 3066 | 29.731507 | 0.0 | 0.0 | absent | 1.10 | superficial_spreading | absent | 1.0 | absent | epitheloid | absent | absent | absent | absent | 918 | ID16807 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | blue | female | blond | 3.0 | trunk | scenario2 | NaN | NaN | 2007-02-23 | 1.0 | 0.0 | NaN |
| 3067 | 48.844262 | 0.0 | 0.0 | NaN | 0.37 | NaN | NaN | 0.0 | NaN | NaN | NaN | absent | absent | NaN | 919 | ID17361 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | brown | male | brown | 2.0 | lower limbs | scenario1 | NaN | NaN | 2004-10-05 | NaN | NaN | NaN |